发现优秀的 MCP 服务器

mcp-project-context-server

A Python MCP server that gives LLMs persistent, searchable access to project context — documentation, architecture decisions, and session notes.

Firestore MCP Server

一个直接通过 Claude Desktop 与 Google Firestore 数据库交互的界面，支持创建、读取、更新和查询集合中的文档等操作。

Sapphire User MCP Server

Exposes user profile data from the Sapphire Wellness App via MCP tools for health alerts, personalised recommendations, and partner service subscriptions.

Fleet

A production management server for Docker Compose applications that handles systemd orchestration, Nginx configuration, and age-encrypted secrets. It enables automated app deployment, health monitoring, and full Git/GitHub workflows through its MCP tools.

oauth-auth0-mcp-prototype

This MCP server demonstrates end-to-end Auth0 authentication, validating JWT tokens and mapping org_id to cabinet_id via a whoami tool.

dockerbro

MCP server for managing Docker containers, images, and Compose services via natural language, with configurable tool permissions and safety annotations.

Antigravity MCP Bridge

Enables AI clients to run Google Antigravity coding sub-agents as MCP tools, with synchronous and asynchronous execution, task polling, and sandboxed Docker workspace isolation.

Volcengine Knowledge Base MCP

Enables integration with Volcengine (火山引擎) knowledge base service through Claude Desktop, providing knowledge base search and conversational AI capabilities with secure credential management.

Hamibot MCP Server

Enables management and control of Hamibot devices and scripts, including device listing, script execution, and custom JavaScript code execution.

grafana-log-mcp

A read-only stdio MCP server that provides a generic log-querying layer for Grafana/Loki, enabling discovery, retrieval, and aggregation of logs (raw, slow, errors, volumes) through 15 tools, with hard limits on data volume and no built-in business logic.

task-mcp-learning

A task manager MCP server that demonstrates core MCP concepts (resources, tools, prompts, stdio) and syncs data with a Next.js web app.

invinoveritas

invinoveritas is a Lightning-paid AI reasoning and structured decision intelligence MCP server. It allows autonomous agents to get high-quality strategic analysis (/reason) and structured JSON decisions (/decision) by paying per request with Bitcoin Lightning using the L402 protocol.

mcp-datetime

Provides current date and time in various formats including standard, Japanese, ISO, and filename-friendly formats.

deploytest MCP server

Enables AI agents to run reusable Playwright test fixtures against live deployments, providing structured test results, screenshots, and assertions.

Bitbucket MCP

An MCP server for Bitbucket Cloud that enables managing pull requests, branches, and repositories in natural language from any MCP-capable client.

trademarks

Enables USPTO trademark lookup by serial or registration number, retrieving status, owner, dates, and prosecution history.

Obsidian MCP Server

Enables AI assistants like Claude to read, search, create, and manage notes in Obsidian vaults, with features for link analysis, tag management, daily notes, templates, and optional Google Calendar integration. Provides comprehensive vault operations including batch updates, backlinks discovery, and secure file management with path traversal protection.

MCP X++ Server

An MCP server for Microsoft Dynamics 365 Finance & Operations that enables the creation, modification, and analysis of D365 objects like classes, tables, and forms. It integrates with Visual Studio 2022 to provide tools for X++ code extraction, codebase search, and safe object deletion with dependency validation.

Demox MCP Server

Enables AI assistants to deploy static websites to the Demox platform with automatic directory packaging and cloud storage integration. It includes tools for managing deployments, such as listing, viewing, and deleting websites.

peek

Records masked browser sessions (rrweb DOM + console + network) to a local SQLite store and exposes them to AI coding agents via stdio MCP. Fully local, no SaaS, no telemetry.

WeChat Official Account MCP Server

Enables management of WeChat Official Accounts by supporting draft creation, image uploads, and content publishing via the MCP protocol. It provides tools for interacting with the WeChat API, including secure token caching and draft list management.

Belgian Law MCP Server

Enables querying Belgian statutes and provisions from the Belgian Official Gazette directly via AI assistants, providing search, citation validation, and EU law integration.

atheris-mcp

Enables agents to autonomously route traffic through real 4G/5G mobile and residential IPs by country, with tools to check live proxy stock, obtain ready-to-use proxy URLs, and monitor remaining data usage.

dealhub-admin

MCP server for DealHub administrators to manage versions (list, get, activate, duplicate) through natural language commands via Claude and other AI agents.

library-of-babel-mcp

An MCP server that provides access to the Library of Babel, allowing users to retrieve exact page contents by address, search for text to find its location, and generate random pages.

Ida-Google

MCP server that integrates with multiple Google services, providing Claude with over 50 tools for managing tasks, contacts, calendar, Gmail, documents, spreadsheets, presentations, chat, and meetings.

Jules MCP Server

Enables AI assistants to create and manage asynchronous coding tasks through Google's Jules API, including code generation, bug fixing, and test creation.

Phx DB Explorer MCP Server

Exposes a SQL Server database schema to AI assistants, enabling discovery of tables, views, stored procedures, functions, indexes, and foreign keys through MCP tools.

Ads MCP

Enables AI assistants to create, analyze, and optimize ad campaigns across Google Ads, Meta Ads, TikTok Ads, LinkedIn Ads, Amazon Ads, and ChatGPT Ads through natural language using 400+ tools.

MCP Notes Server

A server for managing notes with full CRUD operations, tagging, and search, compatible with Claude Desktop.